R/bpc_get_probabilities.R
get_probabilities_posterior.RdGet the posterior of the probabilities
get_probabilities_posterior( bpc_object, newdata = NULL, n = 1000, model_type = NULL )
| bpc_object | a bpc object |
|---|---|
| newdata | default to NULL. If used, it will calculate the probabilities only for the newdata. Otherwise it will calculate for all combinations |
| n | number of samples to draw from the posterior |
| model_type | when dealing with some models (such as random effects) one might want to make predictions using the estimated parameters with the random effects but without specifying the specific values of random effects to predict. Therefore one can set a subset of the model to make predictions. For example: a model sampled with bt-U can be used to make predictions of the model bt only. |
a matrix with the corresponding posterior
# \donttest{ m<-bpc(data = tennis_agresti, player0 = 'player0', player1 = 'player1', result_column = 'y', model_type = 'bt', solve_ties = 'none') #> Running MCMC with 4 parallel chains... #> #> Chain 2 finished in 3.4 seconds. #> Chain 3 finished in 3.4 seconds. #> Chain 1 finished in 3.5 seconds. #> Chain 4 finished in 3.4 seconds. #> #> All 4 chains finished successfully. #> Mean chain execution time: 3.4 seconds. #> Total execution time: 3.6 seconds. prob<-get_probabilities_posterior(m) print(prob) #> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] #> y_pred[1] 1 1 0 0 1 0 1 1 0 1 1 1 0 #> y_pred[2] 1 0 1 1 0 1 1 1 1 1 1 1 1 #> y_pred[3] 1 0 1 1 1 1 0 1 1 1 1 1 1 #> y_pred[4] 0 1 1 1 0 1 1 0 1 1 0 0 0 #> y_pred[5] 1 1 1 1 1 0 1 1 0 1 1 0 1 #> y_pred[6] 0 0 1 1 1 1 1 1 0 1 1 1 1 #> y_pred[7] 0 1 0 1 0 1 0 0 0 0 0 1 1 #> y_pred[8] 1 0 1 1 0 1 0 0 1 1 1 1 1 #> y_pred[9] 0 0 0 0 1 0 0 0 0 1 0 1 1 #> y_pred[10] 0 0 0 0 0 0 0 0 0 0 0 0 0 #> [,14] [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] #> y_pred[1] 1 1 0 0 0 0 0 0 1 1 1 #> y_pred[2] 0 1 1 1 1 1 1 1 0 1 0 #> y_pred[3] 1 1 1 1 1 1 1 1 1 1 1 #> y_pred[4] 1 1 1 1 1 1 0 1 1 0 1 #> y_pred[5] 0 0 0 0 1 1 1 1 1 1 0 #> y_pred[6] 1 1 0 1 1 1 1 1 1 0 1 #> y_pred[7] 1 1 1 0 0 1 0 0 0 0 1 #> y_pred[8] 1 0 0 1 1 0 1 1 1 1 0 #> y_pred[9] 1 0 1 0 0 0 0 0 1 0 0 #> y_pred[10] 0 1 0 0 0 0 0 0 0 0 1 #> [,25] [,26] [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] #> y_pred[1] 1 0 1 1 0 0 1 0 1 0 0 #> y_pred[2] 1 0 1 1 0 1 0 0 0 1 1 #> y_pred[3] 1 1 1 1 1 1 1 1 1 1 1 #> y_pred[4] 0 1 0 1 0 1 1 1 0 0 1 #> y_pred[5] 0 1 1 0 0 1 0 1 0 1 1 #> y_pred[6] 0 1 1 1 1 1 0 1 0 1 1 #> y_pred[7] 0 0 1 1 0 0 1 1 1 1 0 #> y_pred[8] 1 1 0 1 0 1 0 1 1 0 1 #> y_pred[9] 0 0 0 0 0 1 0 0 0 0 0 #> y_pred[10] 0 0 0 1 0 0 0 0 0 0 0 #> [,36] [,37] [,38] [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] #> y_pred[1] 1 1 1 0 1 1 0 1 1 1 1 #> y_pred[2] 0 0 1 1 1 1 1 1 1 0 1 #> y_pred[3] 1 1 1 1 1 1 0 1 1 1 0 #> y_pred[4] 0 1 0 0 0 1 0 1 1 1 1 #> y_pred[5] 0 1 1 0 1 1 1 1 0 1 0 #> y_pred[6] 1 1 0 1 1 1 1 1 1 1 1 #> y_pred[7] 1 1 1 0 1 0 1 0 0 0 1 #> y_pred[8] 1 1 1 1 0 0 1 1 1 1 0 #> y_pred[9] 0 0 0 0 0 0 1 1 1 1 1 #> y_pred[10] 0 0 0 0 0 0 0 0 1 0 0 #> [,47] [,48] [,49] [,50] [,51] [,52] [,53] [,54] [,55] [,56] [,57] #> y_pred[1] 1 1 0 1 1 1 1 0 1 1 0 #> y_pred[2] 1 1 0 1 1 0 1 0 0 1 1 #> y_pred[3] 1 1 1 1 1 1 1 1 0 1 1 #> y_pred[4] 1 1 0 0 0 0 1 1 0 1 0 #> y_pred[5] 0 1 0 1 0 1 1 1 0 1 1 #> y_pred[6] 0 0 1 1 1 1 1 1 1 1 1 #> y_pred[7] 0 0 0 0 0 0 1 1 1 0 0 #> y_pred[8] 1 0 0 0 1 1 0 1 1 1 0 #> y_pred[9] 0 0 0 1 1 0 1 0 1 1 0 #> y_pred[10] 0 0 0 0 0 0 1 0 0 0 0 #> [,58] [,59] [,60] [,61] [,62] [,63] [,64] [,65] [,66] [,67] [,68] #> y_pred[1] 0 0 0 1 0 0 1 0 1 0 1 #> y_pred[2] 1 1 1 1 1 1 0 1 1 1 1 #> y_pred[3] 1 1 1 1 1 1 1 1 1 1 1 #> y_pred[4] 0 0 1 0 0 1 1 1 0 1 0 #> y_pred[5] 1 1 1 0 0 1 1 0 1 1 0 #> y_pred[6] 1 1 0 1 1 1 1 1 0 1 0 #> y_pred[7] 1 1 0 1 1 1 1 1 0 0 1 #> y_pred[8] 0 1 1 1 1 0 0 1 1 1 1 #> y_pred[9] 0 0 0 1 1 0 0 0 0 0 0 #> y_pred[10] 0 0 0 0 0 0 1 0 0 0 0 #> [,69] [,70] [,71] [,72] [,73] [,74] [,75] [,76] [,77] [,78] [,79] #> y_pred[1] 1 1 1 0 1 0 0 1 1 1 1 #> y_pred[2] 0 0 1 1 1 1 1 1 1 1 0 #> y_pred[3] 1 0 1 1 0 1 1 1 1 1 1 #> y_pred[4] 1 1 0 1 0 1 1 0 1 1 0 #> y_pred[5] 1 0 0 1 1 0 1 1 1 1 1 #> y_pred[6] 1 1 1 1 0 1 0 1 1 1 1 #> y_pred[7] 0 1 1 0 1 1 0 0 1 0 0 #> y_pred[8] 1 0 0 0 1 1 0 1 1 0 0 #> y_pred[9] 0 0 0 0 0 1 0 0 1 0 0 #> y_pred[10] 0 1 0 0 0 0 0 1 0 0 0 #> [,80] [,81] [,82] [,83] [,84] [,85] [,86] [,87] [,88] [,89] [,90] #> y_pred[1] 1 1 1 1 0 1 1 1 1 1 1 #> y_pred[2] 1 1 1 1 1 1 1 0 0 1 1 #> y_pred[3] 1 1 0 1 1 0 1 1 1 1 1 #> y_pred[4] 1 0 1 1 1 1 1 0 1 1 0 #> y_pred[5] 0 1 0 1 1 1 0 0 0 0 1 #> y_pred[6] 1 0 1 0 0 0 1 1 1 1 1 #> y_pred[7] 1 0 1 0 0 0 0 0 0 1 0 #> y_pred[8] 0 1 0 1 1 0 1 1 0 0 0 #> y_pred[9] 0 0 0 0 0 0 1 0 0 1 0 #> y_pred[10] 0 1 0 0 0 0 1 0 0 0 0 #> [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98] [,99] [,100] [,101] #> y_pred[1] 0 0 0 1 1 1 0 1 1 1 1 #> y_pred[2] 1 0 0 1 1 0 1 1 1 1 1 #> y_pred[3] 1 1 1 1 1 1 1 1 1 1 1 #> y_pred[4] 1 0 0 1 1 1 1 1 1 0 1 #> y_pred[5] 0 0 1 0 0 1 1 1 0 1 0 #> y_pred[6] 1 1 0 1 0 1 1 1 1 1 0 #> y_pred[7] 1 0 1 1 1 0 1 0 0 0 0 #> y_pred[8] 0 1 0 0 0 1 1 1 1 1 0 #> y_pred[9] 1 0 0 1 0 1 0 0 1 0 0 #> y_pred[10] 0 0 0 0 1 0 0 0 0 0 0 #> [,102] [,103] [,104] [,105] [,106] [,107] [,108] [,109] [,110] #> y_pred[1] 1 1 0 1 1 1 1 1 1 #> y_pred[2] 1 1 0 1 1 1 1 1 1 #> y_pred[3] 1 1 1 1 1 1 1 0 1 #> y_pred[4] 0 1 0 1 0 1 0 1 1 #> y_pred[5] 1 0 1 0 1 1 1 0 1 #> y_pred[6] 0 1 1 0 1 1 0 1 1 #> y_pred[7] 0 0 1 0 0 1 0 0 0 #> y_pred[8] 0 1 1 1 1 1 0 1 0 #> y_pred[9] 0 0 0 0 0 0 0 0 1 #> y_pred[10] 0 0 0 0 0 0 0 0 1 #> [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118] [,119] #> y_pred[1] 1 0 0 1 0 1 1 1 1 #> y_pred[2] 1 1 0 0 0 0 1 1 0 #> y_pred[3] 1 0 1 0 1 0 1 1 1 #> y_pred[4] 0 1 1 1 1 0 0 1 0 #> y_pred[5] 0 1 0 0 1 1 0 1 1 #> y_pred[6] 1 1 1 1 1 1 1 1 1 #> y_pred[7] 0 0 0 1 1 0 0 0 1 #> y_pred[8] 1 0 0 1 1 1 0 0 1 #> y_pred[9] 1 1 1 0 0 0 0 0 0 #> y_pred[10] 0 0 0 0 0 0 0 0 0 #> [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128] #> y_pred[1] 0 0 1 1 1 1 1 1 0 #> y_pred[2] 1 0 1 0 1 1 1 0 1 #> y_pred[3] 0 1 1 1 1 1 1 1 0 #> y_pred[4] 0 0 0 1 1 1 0 1 0 #> y_pred[5] 1 1 1 1 1 1 0 0 1 #> y_pred[6] 1 0 0 1 0 0 1 1 1 #> y_pred[7] 0 0 1 1 0 1 1 0 1 #> y_pred[8] 1 1 0 1 0 0 1 1 0 #> y_pred[9] 1 0 0 0 0 0 1 1 0 #> y_pred[10] 0 0 0 0 0 0 0 0 0 #> [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] #> y_pred[1] 1 0 1 0 1 1 1 0 0 #> y_pred[2] 1 0 1 1 1 1 0 0 1 #> y_pred[3] 1 0 1 1 1 0 1 1 1 #> y_pred[4] 1 1 0 0 0 1 0 0 0 #> y_pred[5] 1 1 1 1 0 0 0 1 1 #> y_pred[6] 1 1 0 1 1 1 1 1 1 #> y_pred[7] 0 1 0 1 0 1 0 1 0 #> y_pred[8] 1 0 0 1 1 0 1 1 0 #> y_pred[9] 0 0 0 0 0 1 0 0 0 #> y_pred[10] 0 0 0 1 0 0 1 1 0 #> [,138] [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] #> y_pred[1] 1 0 1 1 1 1 0 1 1 #> y_pred[2] 1 1 1 1 1 1 1 1 0 #> y_pred[3] 1 1 1 1 1 1 1 1 1 #> y_pred[4] 1 0 1 0 0 1 0 0 1 #> y_pred[5] 0 1 1 0 1 1 0 0 1 #> y_pred[6] 0 1 1 1 1 1 0 0 1 #> y_pred[7] 1 0 0 0 0 0 0 0 1 #> y_pred[8] 1 1 1 1 1 1 1 0 1 #> y_pred[9] 0 0 0 0 0 0 0 0 0 #> y_pred[10] 0 0 0 0 0 0 0 0 1 #> [,147] [,148] [,149] [,150] [,151] [,152] [,153] [,154] [,155] #> y_pred[1] 1 1 1 1 0 1 1 1 1 #> y_pred[2] 1 0 0 1 0 1 1 0 1 #> y_pred[3] 1 1 1 1 1 1 1 1 1 #> y_pred[4] 1 0 0 1 0 0 1 0 1 #> y_pred[5] 0 1 0 1 1 0 1 0 1 #> y_pred[6] 0 1 1 1 1 1 0 0 1 #> y_pred[7] 1 0 1 0 0 1 0 0 0 #> y_pred[8] 1 1 0 0 1 1 1 1 0 #> y_pred[9] 0 0 0 0 0 0 1 1 0 #> y_pred[10] 0 0 0 0 0 0 0 1 0 #> [,156] [,157] [,158] [,159] [,160] [,161] [,162] [,163] [,164] #> y_pred[1] 1 1 0 1 0 0 1 0 0 #> y_pred[2] 1 1 1 0 1 0 1 0 1 #> y_pred[3] 1 1 0 1 1 1 1 1 0 #> y_pred[4] 0 1 0 1 0 0 1 1 1 #> y_pred[5] 0 1 0 1 1 1 0 0 1 #> y_pred[6] 1 0 1 1 1 0 1 1 1 #> y_pred[7] 0 0 1 1 1 1 1 0 0 #> y_pred[8] 0 0 1 1 1 0 0 0 0 #> y_pred[9] 1 0 0 1 1 1 1 1 0 #> y_pred[10] 1 0 0 0 0 0 0 0 0 #> [,165] [,166] [,167] [,168] [,169] [,170] [,171] [,172] [,173] #> y_pred[1] 1 0 0 0 1 1 1 0 0 #> y_pred[2] 1 1 1 1 1 0 1 1 1 #> y_pred[3] 1 1 1 1 1 0 1 1 1 #> y_pred[4] 1 0 1 1 1 1 0 1 0 #> y_pred[5] 1 1 0 1 1 0 0 1 0 #> y_pred[6] 1 1 0 1 0 1 1 1 1 #> y_pred[7] 0 1 1 1 0 0 0 0 0 #> y_pred[8] 1 0 0 0 1 1 0 0 0 #> y_pred[9] 0 1 0 0 0 0 0 0 0 #> y_pred[10] 0 0 1 0 0 1 0 0 0 #> [,174] [,175] [,176] [,177] [,178] [,179] [,180] [,181] [,182] #> y_pred[1] 1 0 1 1 1 0 1 1 0 #> y_pred[2] 1 1 1 1 1 1 1 1 1 #> y_pred[3] 1 1 1 1 1 1 1 1 1 #> y_pred[4] 1 0 0 0 1 1 1 1 1 #> y_pred[5] 0 1 1 1 1 0 1 0 1 #> y_pred[6] 0 1 1 1 0 1 0 1 1 #> y_pred[7] 1 0 0 1 1 0 0 0 1 #> y_pred[8] 1 1 0 1 1 0 0 1 1 #> y_pred[9] 1 0 0 0 0 0 1 1 0 #> y_pred[10] 1 0 0 0 0 0 0 0 0 #> [,183] [,184] [,185] [,186] [,187] [,188] [,189] [,190] [,191] #> y_pred[1] 0 0 0 0 0 1 1 1 1 #> y_pred[2] 0 0 1 1 0 1 0 1 1 #> y_pred[3] 1 1 1 1 1 1 1 1 1 #> y_pred[4] 1 1 1 0 1 0 1 1 1 #> y_pred[5] 0 0 1 1 1 1 0 1 1 #> y_pred[6] 0 1 1 1 1 1 1 1 1 #> y_pred[7] 0 0 1 1 1 0 0 1 1 #> y_pred[8] 1 1 1 1 1 0 1 1 1 #> y_pred[9] 1 0 1 0 0 0 1 0 1 #> y_pred[10] 1 0 1 1 0 0 0 1 0 #> [,192] [,193] [,194] [,195] [,196] [,197] [,198] [,199] [,200] #> y_pred[1] 1 0 1 1 1 1 1 1 0 #> y_pred[2] 1 1 0 1 0 1 0 0 1 #> y_pred[3] 1 1 0 1 1 1 1 1 1 #> y_pred[4] 1 0 0 0 1 1 0 1 1 #> y_pred[5] 1 1 1 1 1 0 1 0 1 #> y_pred[6] 1 1 1 0 1 0 1 1 1 #> y_pred[7] 1 1 1 0 0 1 0 0 0 #> y_pred[8] 0 0 0 1 0 1 1 1 0 #> y_pred[9] 1 0 1 0 0 0 0 1 0 #> y_pred[10] 0 0 0 1 0 0 0 0 0 #> [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208] [,209] #> y_pred[1] 1 0 1 0 0 1 1 1 1 #> y_pred[2] 1 0 0 1 0 1 1 1 0 #> y_pred[3] 1 1 1 0 1 1 1 1 1 #> y_pred[4] 0 0 1 1 0 0 0 1 1 #> y_pred[5] 1 1 1 0 1 0 0 1 1 #> y_pred[6] 1 1 1 1 0 1 0 1 0 #> y_pred[7] 0 1 1 1 0 0 0 1 0 #> y_pred[8] 1 1 1 0 1 1 1 1 1 #> y_pred[9] 0 0 0 0 0 0 0 1 0 #> y_pred[10] 0 0 0 0 0 0 0 0 0 #> [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218] #> y_pred[1] 0 1 0 1 0 1 1 1 1 #> y_pred[2] 0 1 1 1 1 1 1 0 1 #> y_pred[3] 1 1 1 1 1 1 1 1 1 #> y_pred[4] 1 0 1 1 1 1 0 1 1 #> y_pred[5] 1 1 0 1 1 0 0 1 1 #> y_pred[6] 1 1 0 1 1 1 0 1 1 #> y_pred[7] 1 1 0 0 1 0 1 1 1 #> y_pred[8] 1 1 0 1 0 1 1 1 1 #> y_pred[9] 0 0 0 1 0 0 1 1 0 #> y_pred[10] 0 0 0 1 1 0 0 0 0 #> [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] #> y_pred[1] 1 0 1 0 1 0 1 0 0 #> y_pred[2] 0 1 1 0 1 1 1 1 1 #> y_pred[3] 0 1 1 1 1 1 1 1 1 #> y_pred[4] 1 0 0 1 1 1 0 1 1 #> y_pred[5] 0 0 0 1 0 0 1 1 1 #> y_pred[6] 1 1 1 0 0 0 1 1 0 #> y_pred[7] 0 0 1 0 0 0 0 0 1 #> y_pred[8] 0 1 1 0 1 0 1 1 1 #> y_pred[9] 0 0 1 1 1 0 0 0 1 #> y_pred[10] 0 0 0 1 0 1 0 1 0 #> [,228] [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] #> y_pred[1] 1 1 1 1 0 1 1 1 1 #> y_pred[2] 1 1 1 1 1 0 1 1 1 #> y_pred[3] 1 1 1 1 1 1 1 1 1 #> y_pred[4] 0 0 0 1 1 1 0 0 1 #> y_pred[5] 1 0 1 1 0 0 1 0 0 #> y_pred[6] 0 1 1 0 0 0 1 1 0 #> y_pred[7] 0 0 0 1 0 1 0 0 1 #> y_pred[8] 1 1 0 1 0 1 1 1 0 #> y_pred[9] 0 0 0 1 0 1 0 0 1 #> y_pred[10] 0 0 0 0 0 1 0 0 1 #> [,237] [,238] [,239] [,240] [,241] [,242] [,243] [,244] [,245] #> y_pred[1] 0 1 1 1 0 1 1 1 1 #> y_pred[2] 1 1 1 1 1 0 1 1 1 #> y_pred[3] 1 1 1 1 1 0 1 1 1 #> y_pred[4] 1 1 1 1 1 1 1 0 1 #> y_pred[5] 1 0 0 1 0 1 0 0 1 #> y_pred[6] 0 1 1 1 1 0 1 0 1 #> y_pred[7] 0 1 0 1 0 1 0 0 1 #> y_pred[8] 1 1 1 0 0 0 0 1 1 #> y_pred[9] 0 0 0 0 1 0 1 0 0 #> y_pred[10] 0 0 0 0 0 0 0 1 1 #> [,246] [,247] [,248] [,249] [,250] [,251] [,252] [,253] [,254] #> y_pred[1] 1 0 0 1 1 1 0 1 1 #> y_pred[2] 1 0 0 1 1 1 0 1 1 #> y_pred[3] 1 1 1 1 1 1 1 1 1 #> y_pred[4] 1 0 1 1 0 0 1 1 0 #> y_pred[5] 0 0 1 1 1 1 1 1 1 #> y_pred[6] 1 1 0 1 0 1 1 1 0 #> y_pred[7] 1 0 1 1 0 0 0 1 0 #> y_pred[8] 0 1 1 1 1 1 1 1 1 #> y_pred[9] 1 0 0 0 1 0 0 0 0 #> y_pred[10] 0 0 0 0 0 0 0 0 0 #> [,255] [,256] [,257] [,258] [,259] [,260] [,261] [,262] [,263] #> y_pred[1] 1 1 1 1 1 1 1 0 1 #> y_pred[2] 0 1 0 1 0 1 1 0 1 #> y_pred[3] 1 1 1 1 1 1 1 1 1 #> y_pred[4] 0 1 1 0 1 0 0 0 1 #> y_pred[5] 1 1 1 0 1 1 0 0 1 #> y_pred[6] 1 1 1 0 1 1 1 1 1 #> y_pred[7] 0 1 0 0 0 0 0 0 1 #> y_pred[8] 0 1 0 1 0 0 1 1 1 #> y_pred[9] 0 0 0 0 0 0 0 0 0 #> y_pred[10] 0 0 0 0 0 0 0 0 0 #> [,264] [,265] [,266] [,267] [,268] [,269] [,270] [,271] [,272] #> y_pred[1] 1 1 1 1 1 1 1 0 1 #> y_pred[2] 1 1 0 1 1 1 1 1 0 #> y_pred[3] 1 0 1 1 1 1 1 1 1 #> y_pred[4] 1 0 1 1 0 1 1 0 1 #> y_pred[5] 1 1 1 0 1 0 0 1 0 #> y_pred[6] 1 1 1 1 0 1 0 1 1 #> y_pred[7] 1 1 1 0 1 0 1 0 1 #> y_pred[8] 1 1 1 1 1 0 0 0 1 #> y_pred[9] 1 0 0 0 1 0 0 0 1 #> y_pred[10] 0 0 0 0 0 0 0 0 0 #> [,273] [,274] [,275] [,276] [,277] [,278] [,279] [,280] [,281] #> y_pred[1] 1 0 0 0 1 1 1 1 0 #> y_pred[2] 1 0 1 0 1 1 1 1 1 #> y_pred[3] 1 1 1 1 1 1 1 1 0 #> y_pred[4] 1 1 1 1 0 0 0 1 0 #> y_pred[5] 1 0 0 1 1 1 0 1 1 #> y_pred[6] 1 1 0 1 1 0 0 1 1 #> y_pred[7] 1 0 0 1 0 0 0 0 1 #> y_pred[8] 1 0 0 0 0 1 1 1 1 #> y_pred[9] 0 0 0 0 0 0 0 0 0 #> y_pred[10] 0 0 0 0 1 0 0 0 1 #> [,282] [,283] [,284] [,285] [,286] [,287] [,288] [,289] [,290] #> y_pred[1] 1 1 1 1 1 0 1 1 1 #> y_pred[2] 1 1 1 0 1 1 1 1 1 #> y_pred[3] 0 1 1 1 1 1 1 1 1 #> y_pred[4] 0 1 1 0 0 0 0 1 1 #> y_pred[5] 0 1 1 0 0 1 1 0 1 #> y_pred[6] 1 1 0 1 1 1 1 1 1 #> y_pred[7] 0 0 0 1 0 0 0 0 0 #> y_pred[8] 1 1 1 1 1 1 1 1 1 #> y_pred[9] 0 0 1 0 0 0 0 0 0 #> y_pred[10] 1 0 0 0 0 0 0 1 0 #> [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298] [,299] #> y_pred[1] 0 1 1 0 1 0 1 1 0 #> y_pred[2] 1 1 1 0 1 0 0 1 1 #> y_pred[3] 1 1 1 1 1 1 1 1 1 #> y_pred[4] 1 0 1 1 1 1 1 1 0 #> y_pred[5] 1 1 1 1 1 0 0 0 1 #> y_pred[6] 1 1 0 1 1 1 1 0 0 #> y_pred[7] 0 0 1 1 0 0 1 0 0 #> y_pred[8] 1 0 1 1 1 1 1 1 0 #> y_pred[9] 0 1 1 1 0 1 0 0 0 #> y_pred[10] 1 0 0 0 0 0 0 0 0 #> [,300] [,301] [,302] [,303] [,304] [,305] [,306] [,307] [,308] #> y_pred[1] 0 0 0 1 1 0 1 0 1 #> y_pred[2] 1 0 0 1 0 1 1 1 1 #> y_pred[3] 1 0 0 1 0 1 1 1 1 #> y_pred[4] 1 1 0 0 1 0 1 1 1 #> y_pred[5] 1 0 1 1 0 0 1 1 0 #> y_pred[6] 1 1 0 1 1 0 1 1 0 #> y_pred[7] 0 0 0 0 1 0 1 0 0 #> y_pred[8] 0 1 1 0 1 1 1 1 0 #> y_pred[9] 0 0 1 0 1 1 1 0 1 #> y_pred[10] 0 0 0 1 0 0 0 0 0 #> [,309] [,310] [,311] [,312] [,313] [,314] [,315] [,316] [,317] #> y_pred[1] 1 0 0 1 1 1 1 1 0 #> y_pred[2] 0 1 0 1 1 1 1 1 0 #> y_pred[3] 1 1 1 1 1 1 1 1 1 #> y_pred[4] 0 1 1 0 0 1 0 0 0 #> y_pred[5] 0 0 0 0 1 0 0 1 1 #> y_pred[6] 1 1 1 1 1 0 1 0 0 #> y_pred[7] 0 1 0 0 1 1 0 1 1 #> y_pred[8] 1 1 1 1 0 1 1 0 1 #> y_pred[9] 0 1 1 0 0 0 0 0 0 #> y_pred[10] 0 1 0 0 0 0 0 0 1 #> [,318] [,319] [,320] [,321] [,322] [,323] [,324] [,325] [,326] #> y_pred[1] 1 1 1 0 0 1 1 1 1 #> y_pred[2] 1 1 1 0 1 1 1 0 1 #> y_pred[3] 1 1 1 1 1 1 1 1 1 #> y_pred[4] 0 0 0 0 0 1 0 0 1 #> y_pred[5] 1 1 0 1 1 1 1 1 0 #> y_pred[6] 1 1 1 1 1 1 1 1 1 #> y_pred[7] 1 0 1 1 0 0 1 1 0 #> y_pred[8] 0 0 1 1 0 1 0 1 0 #> y_pred[9] 0 0 0 0 0 1 0 0 1 #> y_pred[10] 0 0 0 1 0 0 0 0 0 #> [,327] [,328] [,329] [,330] [,331] [,332] [,333] [,334] [,335] #> y_pred[1] 1 0 1 1 1 1 1 1 0 #> y_pred[2] 1 1 1 1 1 1 1 1 1 #> y_pred[3] 1 1 1 1 1 1 1 1 1 #> y_pred[4] 0 0 1 1 0 0 0 1 0 #> y_pred[5] 1 0 0 0 0 1 1 1 1 #> y_pred[6] 1 1 1 1 1 0 1 1 0 #> y_pred[7] 0 0 0 0 0 1 0 1 0 #> y_pred[8] 0 0 1 1 1 1 1 1 1 #> y_pred[9] 1 1 0 1 0 0 1 1 0 #> y_pred[10] 0 0 0 0 1 0 1 0 0 #> [,336] [,337] [,338] [,339] [,340] [,341] [,342] [,343] [,344] #> y_pred[1] 1 1 1 1 1 1 0 1 1 #> y_pred[2] 1 1 1 1 1 1 1 1 0 #> y_pred[3] 1 1 1 0 1 1 1 1 1 #> y_pred[4] 1 1 1 0 0 1 1 0 0 #> y_pred[5] 0 1 1 0 0 0 1 1 0 #> y_pred[6] 0 1 0 1 0 0 1 1 0 #> y_pred[7] 1 0 0 0 0 0 0 0 1 #> y_pred[8] 0 1 1 0 1 1 1 1 1 #> y_pred[9] 1 1 0 0 1 0 1 0 0 #> y_pred[10] 1 0 1 0 0 0 1 0 0 #> [,345] [,346] [,347] [,348] [,349] [,350] [,351] [,352] [,353] #> y_pred[1] 1 1 1 0 1 0 1 1 1 #> y_pred[2] 1 1 1 1 1 0 1 1 0 #> y_pred[3] 1 1 1 1 0 0 1 1 1 #> y_pred[4] 0 1 1 1 0 1 1 1 1 #> y_pred[5] 0 0 1 0 1 1 1 0 1 #> y_pred[6] 0 0 1 1 1 1 1 1 1 #> y_pred[7] 1 1 0 1 0 0 1 0 0 #> y_pred[8] 1 1 0 0 1 0 1 1 0 #> y_pred[9] 1 0 0 0 1 1 0 0 1 #> y_pred[10] 1 0 0 0 1 0 0 1 0 #> [,354] [,355] [,356] [,357] [,358] [,359] [,360] [,361] [,362] #> y_pred[1] 1 0 0 0 0 1 1 0 1 #> y_pred[2] 1 1 1 1 1 1 1 1 0 #> y_pred[3] 1 1 1 1 0 1 1 1 1 #> y_pred[4] 1 1 0 1 0 1 1 0 1 #> y_pred[5] 0 1 0 1 0 1 0 1 1 #> y_pred[6] 1 1 1 1 1 1 1 1 1 #> y_pred[7] 0 1 1 0 0 0 0 1 1 #> y_pred[8] 1 1 1 0 0 0 1 0 1 #> y_pred[9] 0 0 0 0 1 1 0 0 0 #> y_pred[10] 0 0 0 0 0 0 0 0 0 #> [,363] [,364] [,365] [,366] [,367] [,368] [,369] [,370] [,371] #> y_pred[1] 1 1 1 1 1 0 1 1 1 #> y_pred[2] 1 0 0 1 0 0 0 1 0 #> y_pred[3] 1 1 1 1 1 1 0 1 1 #> y_pred[4] 0 0 1 1 1 1 0 1 0 #> y_pred[5] 0 1 1 1 1 1 0 0 1 #> y_pred[6] 1 0 0 1 1 0 1 0 1 #> y_pred[7] 0 0 1 0 1 1 0 0 0 #> y_pred[8] 1 1 0 1 0 0 1 0 0 #> y_pred[9] 1 0 1 0 0 1 1 1 1 #> y_pred[10] 0 0 1 0 0 1 0 0 1 #> [,372] [,373] [,374] [,375] [,376] [,377] [,378] [,379] [,380] #> y_pred[1] 0 0 0 1 1 0 1 1 1 #> y_pred[2] 1 0 0 1 1 1 1 0 0 #> y_pred[3] 1 1 1 1 1 1 1 1 1 #> y_pred[4] 1 1 0 1 1 0 1 0 1 #> y_pred[5] 1 0 1 1 0 1 1 0 1 #> y_pred[6] 1 1 1 1 1 1 1 1 1 #> y_pred[7] 0 0 0 0 1 1 0 0 1 #> y_pred[8] 1 0 1 1 0 1 1 0 1 #> y_pred[9] 0 0 1 0 1 1 0 0 0 #> y_pred[10] 0 0 0 0 1 0 0 0 0 #> [,381] [,382] [,383] [,384] [,385] [,386] [,387] [,388] [,389] #> y_pred[1] 1 0 1 1 1 0 1 0 1 #> y_pred[2] 1 1 1 1 0 1 1 1 1 #> y_pred[3] 0 1 1 1 1 1 1 1 1 #> y_pred[4] 1 1 0 0 0 1 0 1 1 #> y_pred[5] 1 1 1 1 1 1 0 1 1 #> y_pred[6] 0 1 1 1 1 0 0 1 1 #> y_pred[7] 1 0 0 0 0 0 0 1 1 #> y_pred[8] 0 0 1 0 1 1 1 1 1 #> y_pred[9] 0 1 0 0 1 1 0 0 0 #> y_pred[10] 0 0 0 0 0 0 0 0 0 #> [,390] [,391] [,392] [,393] [,394] [,395] [,396] [,397] [,398] #> y_pred[1] 0 1 1 0 1 0 1 0 1 #> y_pred[2] 1 1 1 1 1 0 1 1 1 #> y_pred[3] 1 1 1 1 1 1 1 1 1 #> y_pred[4] 1 1 1 0 1 0 1 1 1 #> y_pred[5] 0 0 0 0 1 1 1 0 1 #> y_pred[6] 1 1 1 1 1 1 1 1 1 #> y_pred[7] 0 0 0 1 0 0 1 0 0 #> y_pred[8] 0 1 0 1 1 1 1 0 1 #> y_pred[9] 0 1 0 0 0 0 1 0 0 #> y_pred[10] 0 0 0 0 0 0 0 0 0 #> [,399] [,400] [,401] [,402] [,403] [,404] [,405] [,406] [,407] #> y_pred[1] 1 1 0 0 1 0 0 1 0 #> y_pred[2] 1 1 1 1 1 1 1 1 1 #> y_pred[3] 1 1 1 1 1 0 1 1 1 #> y_pred[4] 1 1 0 0 0 1 0 1 0 #> y_pred[5] 1 1 0 0 0 0 1 1 0 #> y_pred[6] 1 1 1 1 1 1 1 1 1 #> y_pred[7] 0 0 0 1 1 0 0 1 0 #> y_pred[8] 1 1 0 1 1 1 1 1 0 #> y_pred[9] 1 0 0 0 0 0 1 0 0 #> y_pred[10] 0 0 0 0 1 0 0 1 0 #> [,408] [,409] [,410] [,411] [,412] [,413] [,414] [,415] [,416] #> y_pred[1] 0 1 1 1 1 1 0 0 1 #> y_pred[2] 1 1 1 1 1 1 0 1 1 #> y_pred[3] 1 1 1 1 0 1 0 1 1 #> y_pred[4] 0 1 0 1 1 0 1 0 1 #> y_pred[5] 1 1 0 1 0 1 1 0 0 #> y_pred[6] 0 1 0 1 1 1 0 1 1 #> y_pred[7] 0 0 1 0 0 0 1 1 1 #> y_pred[8] 1 1 1 1 1 0 0 0 0 #> y_pred[9] 0 1 0 0 0 1 0 0 0 #> y_pred[10] 0 0 1 0 0 1 0 0 0 #> [,417] [,418] [,419] [,420] [,421] [,422] [,423] [,424] [,425] #> y_pred[1] 1 1 1 1 1 1 1 1 0 #> y_pred[2] 1 1 1 1 1 1 1 1 0 #> y_pred[3] 1 1 1 1 1 1 1 0 0 #> y_pred[4] 0 1 0 1 0 1 1 0 0 #> y_pred[5] 1 0 1 1 0 1 1 1 0 #> y_pred[6] 1 1 1 1 1 0 1 0 0 #> y_pred[7] 0 1 0 0 0 0 1 0 0 #> y_pred[8] 0 0 0 0 0 1 0 1 0 #> y_pred[9] 0 0 0 0 0 0 0 0 0 #> y_pred[10] 0 1 0 0 0 1 0 0 0 #> [,426] [,427] [,428] [,429] [,430] [,431] [,432] [,433] [,434] #> y_pred[1] 1 1 0 1 0 1 1 1 0 #> y_pred[2] 1 1 1 1 0 1 1 0 0 #> y_pred[3] 1 1 1 1 0 1 0 1 0 #> y_pred[4] 0 1 0 1 0 0 0 1 0 #> y_pred[5] 1 0 1 1 1 1 1 1 0 #> y_pred[6] 1 1 1 0 1 1 0 1 1 #> y_pred[7] 0 0 1 0 1 1 0 1 0 #> y_pred[8] 1 1 1 1 0 1 1 0 1 #> y_pred[9] 0 0 0 0 1 1 1 0 1 #> y_pred[10] 0 1 0 0 0 1 0 0 0 #> [,435] [,436] [,437] [,438] [,439] [,440] [,441] [,442] [,443] #> y_pred[1] 1 0 1 1 1 1 1 1 1 #> y_pred[2] 1 1 1 1 1 1 0 1 1 #> y_pred[3] 1 1 1 1 1 0 1 1 1 #> y_pred[4] 0 1 1 1 0 1 0 1 1 #> y_pred[5] 1 0 1 1 1 1 0 1 0 #> y_pred[6] 1 1 0 1 1 0 1 1 0 #> y_pred[7] 1 1 1 1 0 1 0 0 1 #> y_pred[8] 1 1 1 1 0 0 0 0 0 #> y_pred[9] 0 1 1 0 0 0 1 0 1 #> y_pred[10] 0 0 0 0 0 0 0 0 0 #> [,444] [,445] [,446] [,447] [,448] [,449] [,450] [,451] [,452] #> y_pred[1] 1 0 0 1 1 1 1 1 1 #> y_pred[2] 0 0 0 1 0 1 0 1 1 #> y_pred[3] 1 1 1 1 1 1 1 1 1 #> y_pred[4] 1 1 0 1 1 1 1 0 1 #> y_pred[5] 0 1 1 1 1 1 1 1 1 #> y_pred[6] 1 0 1 1 1 1 1 1 1 #> y_pred[7] 0 0 0 0 0 0 1 0 1 #> y_pred[8] 1 0 1 0 1 1 0 1 1 #> y_pred[9] 0 1 1 0 1 0 0 1 0 #> y_pred[10] 1 0 0 0 0 0 0 0 0 #> [,453] [,454] [,455] [,456] [,457] [,458] [,459] [,460] [,461] #> y_pred[1] 1 1 1 1 1 1 0 0 1 #> y_pred[2] 1 0 1 1 1 1 1 1 1 #> y_pred[3] 1 0 1 1 1 0 1 1 1 #> y_pred[4] 0 1 0 0 0 0 0 0 0 #> y_pred[5] 1 0 0 1 0 1 1 0 1 #> y_pred[6] 1 1 0 0 0 0 1 0 1 #> y_pred[7] 1 0 1 0 1 1 0 1 1 #> y_pred[8] 1 0 0 1 1 0 1 0 1 #> y_pred[9] 0 0 1 0 1 0 0 1 1 #> y_pred[10] 0 0 0 1 0 0 0 0 0 #> [,462] [,463] [,464] [,465] [,466] [,467] [,468] [,469] [,470] #> y_pred[1] 0 1 1 1 0 1 1 1 1 #> y_pred[2] 1 1 1 1 1 1 0 1 1 #> y_pred[3] 0 0 1 1 1 1 0 1 0 #> y_pred[4] 0 1 0 1 1 1 1 1 0 #> y_pred[5] 1 0 0 1 0 1 1 0 0 #> y_pred[6] 1 1 1 0 1 1 1 1 1 #> y_pred[7] 1 1 0 0 1 1 0 0 1 #> y_pred[8] 1 0 1 1 1 1 1 1 0 #> y_pred[9] 0 1 0 0 0 0 0 1 1 #> y_pred[10] 0 0 0 0 0 0 0 0 1 #> [,471] [,472] [,473] [,474] [,475] [,476] [,477] [,478] [,479] #> y_pred[1] 0 1 1 1 0 1 1 0 0 #> y_pred[2] 1 1 0 1 1 1 1 1 1 #> y_pred[3] 1 1 1 1 1 1 0 1 1 #> y_pred[4] 0 1 0 1 0 1 1 0 0 #> y_pred[5] 1 0 0 1 1 1 1 1 1 #> y_pred[6] 1 1 1 1 0 1 1 1 1 #> y_pred[7] 0 0 0 1 1 0 0 0 0 #> y_pred[8] 0 1 0 1 1 1 1 0 1 #> y_pred[9] 1 0 0 0 0 0 1 0 1 #> y_pred[10] 1 1 0 0 0 0 0 0 0 #> [,480] [,481] [,482] [,483] [,484] [,485] [,486] [,487] [,488] #> y_pred[1] 0 1 1 0 1 0 1 1 0 #> y_pred[2] 0 1 1 1 1 1 1 1 1 #> y_pred[3] 1 1 1 1 1 0 0 1 1 #> y_pred[4] 0 0 0 0 0 1 0 1 1 #> y_pred[5] 0 0 1 1 1 1 1 0 1 #> y_pred[6] 1 0 0 1 1 1 0 1 0 #> y_pred[7] 1 0 1 0 0 1 0 1 0 #> y_pred[8] 0 1 1 1 1 0 0 1 1 #> y_pred[9] 0 0 0 0 0 0 0 0 0 #> y_pred[10] 1 0 0 0 0 0 0 0 0 #> [,489] [,490] [,491] [,492] [,493] [,494] [,495] [,496] [,497] #> y_pred[1] 1 1 1 1 1 0 0 0 0 #> y_pred[2] 1 1 1 0 1 0 1 0 0 #> y_pred[3] 1 1 1 1 1 1 1 1 1 #> y_pred[4] 1 1 1 1 1 0 0 0 1 #> y_pred[5] 0 1 0 0 1 1 0 1 1 #> y_pred[6] 0 1 0 1 0 1 1 1 1 #> y_pred[7] 1 1 0 0 1 0 0 1 1 #> y_pred[8] 0 1 1 0 1 1 0 0 0 #> y_pred[9] 0 0 0 0 0 0 0 0 1 #> y_pred[10] 0 0 0 0 0 0 0 0 1 #> [,498] [,499] [,500] [,501] [,502] [,503] [,504] [,505] [,506] #> y_pred[1] 0 0 1 1 1 1 1 1 1 #> y_pred[2] 1 1 1 1 1 0 1 1 1 #> y_pred[3] 0 1 1 1 1 1 1 1 1 #> y_pred[4] 0 1 1 1 0 1 1 1 1 #> y_pred[5] 1 1 1 0 0 0 0 1 0 #> y_pred[6] 1 0 1 0 1 0 0 1 1 #> y_pred[7] 1 1 0 1 1 1 0 0 0 #> y_pred[8] 1 1 1 1 1 1 1 0 0 #> y_pred[9] 1 0 0 0 0 0 0 1 0 #> y_pred[10] 0 1 0 0 0 0 0 1 0 #> [,507] [,508] [,509] [,510] [,511] [,512] [,513] [,514] [,515] #> y_pred[1] 1 1 1 1 1 1 1 1 1 #> y_pred[2] 1 1 1 1 0 1 1 1 1 #> y_pred[3] 0 1 1 1 1 0 1 1 1 #> y_pred[4] 1 0 1 0 1 0 1 1 1 #> y_pred[5] 1 1 1 1 1 1 1 1 1 #> y_pred[6] 1 0 1 1 1 1 0 1 1 #> y_pred[7] 1 1 0 0 0 0 0 0 0 #> y_pred[8] 0 1 0 1 1 0 0 1 1 #> y_pred[9] 0 0 0 1 0 1 0 0 1 #> y_pred[10] 1 0 0 0 0 0 0 0 0 #> [,516] [,517] [,518] [,519] [,520] [,521] [,522] [,523] [,524] #> y_pred[1] 1 1 0 1 0 1 0 0 0 #> y_pred[2] 0 1 1 1 0 1 1 0 1 #> y_pred[3] 1 1 1 1 0 1 1 1 1 #> y_pred[4] 1 1 1 1 1 0 1 0 0 #> y_pred[5] 0 1 1 0 0 0 1 0 0 #> y_pred[6] 1 0 1 1 1 1 1 1 1 #> y_pred[7] 0 0 0 0 0 1 1 1 1 #> y_pred[8] 1 1 1 1 1 1 0 1 1 #> y_pred[9] 0 0 0 1 0 1 1 0 1 #> y_pred[10] 0 0 0 0 1 0 1 1 1 #> [,525] [,526] [,527] [,528] [,529] [,530] [,531] [,532] [,533] #> y_pred[1] 1 1 0 0 1 1 0 1 1 #> y_pred[2] 1 1 1 1 1 1 1 0 1 #> y_pred[3] 1 1 1 1 1 1 1 1 0 #> y_pred[4] 0 1 0 1 1 1 1 1 1 #> y_pred[5] 0 1 1 1 1 0 1 1 1 #> y_pred[6] 0 1 1 1 1 1 1 1 0 #> y_pred[7] 1 0 0 1 0 0 0 0 0 #> y_pred[8] 0 1 0 1 0 0 1 1 0 #> y_pred[9] 0 0 0 1 0 1 1 0 0 #> y_pred[10] 0 0 0 1 0 1 0 0 1 #> [,534] [,535] [,536] [,537] [,538] [,539] [,540] [,541] [,542] #> y_pred[1] 1 1 1 0 1 1 1 0 1 #> y_pred[2] 0 1 1 1 0 1 1 1 1 #> y_pred[3] 1 1 1 1 1 0 1 1 1 #> y_pred[4] 0 0 0 0 0 0 1 0 0 #> y_pred[5] 0 0 1 1 0 0 1 0 1 #> y_pred[6] 1 1 1 1 1 1 1 1 1 #> y_pred[7] 1 1 0 0 0 0 0 1 0 #> y_pred[8] 0 1 1 1 0 0 0 1 0 #> y_pred[9] 0 0 0 0 0 0 1 0 0 #> y_pred[10] 0 0 0 0 0 0 0 0 0 #> [,543] [,544] [,545] [,546] [,547] [,548] [,549] [,550] [,551] #> y_pred[1] 1 0 1 1 0 0 0 0 1 #> y_pred[2] 1 0 1 1 1 0 1 1 1 #> y_pred[3] 1 1 1 1 1 1 1 1 0 #> y_pred[4] 1 1 1 1 1 1 0 0 0 #> y_pred[5] 0 0 1 1 0 0 1 0 0 #> y_pred[6] 1 1 1 1 0 1 1 1 1 #> y_pred[7] 0 0 0 1 1 1 1 0 0 #> y_pred[8] 1 0 1 1 1 0 1 1 0 #> y_pred[9] 0 0 0 1 0 1 1 0 0 #> y_pred[10] 0 0 1 0 0 1 1 1 0 #> [,552] [,553] [,554] [,555] [,556] [,557] [,558] [,559] [,560] #> y_pred[1] 1 1 1 0 1 1 1 1 1 #> y_pred[2] 1 0 1 1 1 1 1 1 1 #> y_pred[3] 0 1 1 1 1 1 1 1 1 #> y_pred[4] 1 0 1 1 1 0 1 1 0 #> y_pred[5] 1 1 0 0 0 0 1 0 0 #> y_pred[6] 1 1 1 1 1 1 1 1 0 #> y_pred[7] 0 1 1 0 1 0 1 1 0 #> y_pred[8] 1 1 1 0 1 1 0 0 1 #> y_pred[9] 0 1 0 0 0 0 0 0 1 #> y_pred[10] 0 0 0 1 1 0 0 0 0 #> [,561] [,562] [,563] [,564] [,565] [,566] [,567] [,568] [,569] #> y_pred[1] 1 1 1 1 1 0 0 1 0 #> y_pred[2] 0 0 1 1 1 1 0 1 1 #> y_pred[3] 1 1 1 1 1 1 0 1 1 #> y_pred[4] 0 0 1 1 0 1 1 1 1 #> y_pred[5] 1 1 0 1 0 0 1 0 1 #> y_pred[6] 0 1 1 1 0 1 1 1 1 #> y_pred[7] 0 0 1 0 1 1 0 0 0 #> y_pred[8] 1 0 1 1 1 1 1 0 1 #> y_pred[9] 0 0 0 0 0 0 0 0 0 #> y_pred[10] 0 1 0 0 0 0 0 0 0 #> [,570] [,571] [,572] [,573] [,574] [,575] [,576] [,577] [,578] #> y_pred[1] 1 1 1 1 0 0 0 1 0 #> y_pred[2] 1 1 1 1 1 0 0 0 0 #> y_pred[3] 1 0 1 1 1 1 1 1 1 #> y_pred[4] 1 1 0 1 1 0 0 1 1 #> y_pred[5] 1 1 0 1 1 1 0 0 1 #> y_pred[6] 1 1 1 0 1 1 0 1 1 #> y_pred[7] 1 0 1 0 1 0 1 0 1 #> y_pred[8] 1 1 1 1 0 1 0 1 1 #> y_pred[9] 1 0 0 0 0 1 1 1 0 #> y_pred[10] 0 0 0 0 0 0 0 0 0 #> [,579] [,580] [,581] [,582] [,583] [,584] [,585] [,586] [,587] #> y_pred[1] 0 1 1 0 0 1 1 1 1 #> y_pred[2] 0 1 1 1 0 1 1 1 1 #> y_pred[3] 1 1 1 1 1 1 1 1 1 #> y_pred[4] 0 1 0 0 0 0 0 0 1 #> y_pred[5] 1 0 1 0 0 0 1 1 0 #> y_pred[6] 1 1 1 0 1 1 1 1 1 #> y_pred[7] 0 1 1 0 0 0 0 0 0 #> y_pred[8] 1 1 0 1 1 1 1 0 1 #> y_pred[9] 0 1 0 0 1 1 0 0 0 #> y_pred[10] 0 1 0 0 0 0 0 1 0 #> [,588] [,589] [,590] [,591] [,592] [,593] [,594] [,595] [,596] #> y_pred[1] 1 1 1 1 0 0 1 1 1 #> y_pred[2] 1 1 1 1 1 0 1 0 1 #> y_pred[3] 1 1 0 1 1 1 1 1 1 #> y_pred[4] 1 0 0 1 0 0 1 1 0 #> y_pred[5] 1 1 0 0 1 0 1 1 0 #> y_pred[6] 1 0 0 1 0 1 0 0 0 #> y_pred[7] 0 0 0 1 1 0 1 1 0 #> y_pred[8] 0 1 0 1 0 1 0 0 1 #> y_pred[9] 0 0 1 1 1 1 0 1 0 #> y_pred[10] 0 0 0 0 0 0 1 0 0 #> [,597] [,598] [,599] [,600] [,601] [,602] [,603] [,604] [,605] #> y_pred[1] 1 1 0 1 1 0 1 1 1 #> y_pred[2] 1 1 1 1 0 1 0 1 1 #> y_pred[3] 1 1 0 1 1 1 1 1 1 #> y_pred[4] 0 1 1 1 0 1 1 1 0 #> y_pred[5] 0 0 0 0 1 1 0 1 1 #> y_pred[6] 1 1 1 1 0 0 1 1 1 #> y_pred[7] 1 0 0 1 1 1 1 1 0 #> y_pred[8] 0 1 1 1 1 1 1 1 1 #> y_pred[9] 0 0 0 1 1 1 1 0 0 #> y_pred[10] 0 0 0 0 1 1 0 0 0 #> [,606] [,607] [,608] [,609] [,610] [,611] [,612] [,613] [,614] #> y_pred[1] 0 0 1 0 0 1 1 1 1 #> y_pred[2] 1 1 1 0 1 1 1 1 1 #> y_pred[3] 1 1 1 1 1 1 1 1 1 #> y_pred[4] 1 1 1 1 1 1 1 1 1 #> y_pred[5] 0 1 1 1 0 1 0 1 0 #> y_pred[6] 1 0 1 1 1 1 1 1 1 #> y_pred[7] 0 0 1 0 1 1 0 0 0 #> y_pred[8] 1 0 1 1 1 0 1 1 0 #> y_pred[9] 0 0 1 0 1 0 1 0 1 #> y_pred[10] 0 0 0 0 0 0 0 0 1 #> [,615] [,616] [,617] [,618] [,619] [,620] [,621] [,622] [,623] #> y_pred[1] 1 1 0 1 1 1 1 0 1 #> y_pred[2] 0 0 1 0 1 0 1 1 1 #> y_pred[3] 1 1 1 1 1 0 0 0 1 #> y_pred[4] 1 0 1 0 0 1 0 1 0 #> y_pred[5] 0 1 1 0 0 0 0 0 1 #> y_pred[6] 1 1 0 1 1 0 0 1 1 #> y_pred[7] 1 1 0 0 0 0 0 0 0 #> y_pred[8] 1 1 0 1 1 0 1 0 1 #> y_pred[9] 0 0 0 0 0 0 0 0 1 #> y_pred[10] 1 0 0 0 0 0 0 0 0 #> [,624] [,625] [,626] [,627] [,628] [,629] [,630] [,631] [,632] #> y_pred[1] 1 0 1 1 1 0 1 0 1 #> y_pred[2] 1 1 1 1 0 1 1 1 0 #> y_pred[3] 1 1 1 1 1 1 1 0 0 #> y_pred[4] 1 0 0 1 1 0 1 1 1 #> y_pred[5] 1 1 1 1 1 0 1 1 0 #> y_pred[6] 1 1 1 1 0 1 1 1 0 #> y_pred[7] 0 1 1 1 0 1 0 1 1 #> y_pred[8] 1 0 0 0 1 1 1 0 1 #> y_pred[9] 0 1 0 0 0 0 0 0 1 #> y_pred[10] 1 0 0 0 1 0 0 0 1 #> [,633] [,634] [,635] [,636] [,637] [,638] [,639] [,640] [,641] #> y_pred[1] 1 0 1 1 0 1 1 0 1 #> y_pred[2] 0 1 0 0 1 1 1 1 1 #> y_pred[3] 1 1 1 0 1 1 0 1 1 #> y_pred[4] 1 1 1 1 0 0 1 1 1 #> y_pred[5] 1 1 1 1 0 0 1 0 1 #> y_pred[6] 0 1 0 1 1 0 0 0 1 #> y_pred[7] 0 0 0 0 0 0 1 1 1 #> y_pred[8] 1 1 1 1 1 1 1 0 0 #> y_pred[9] 0 0 0 0 0 1 1 0 0 #> y_pred[10] 0 0 0 0 0 0 0 0 1 #> [,642] [,643] [,644] [,645] [,646] [,647] [,648] [,649] [,650] #> y_pred[1] 0 1 1 0 1 1 1 0 1 #> y_pred[2] 0 1 1 1 1 1 1 1 1 #> y_pred[3] 1 1 0 1 0 1 1 1 0 #> y_pred[4] 0 1 0 0 0 1 1 1 1 #> y_pred[5] 0 0 1 1 1 1 1 1 0 #> y_pred[6] 0 1 1 0 1 0 0 1 0 #> y_pred[7] 1 1 1 1 0 1 1 0 0 #> y_pred[8] 1 1 0 0 1 0 0 0 1 #> y_pred[9] 0 0 0 0 0 0 0 0 0 #> y_pred[10] 0 0 0 1 0 0 1 0 0 #> [,651] [,652] [,653] [,654] [,655] [,656] [,657] [,658] [,659] #> y_pred[1] 1 1 1 1 0 0 1 0 1 #> y_pred[2] 0 1 0 1 1 0 1 0 1 #> y_pred[3] 1 1 1 0 0 1 1 0 1 #> y_pred[4] 0 1 1 1 1 0 0 1 0 #> y_pred[5] 1 0 1 0 0 1 1 1 0 #> y_pred[6] 1 1 0 0 1 0 1 1 1 #> y_pred[7] 1 1 1 0 1 0 1 0 0 #> y_pred[8] 0 1 1 1 0 0 0 1 0 #> y_pred[9] 0 0 0 1 1 0 1 1 1 #> y_pred[10] 0 0 0 1 0 0 0 0 0 #> [,660] [,661] [,662] [,663] [,664] [,665] [,666] [,667] [,668] #> y_pred[1] 1 1 1 1 0 1 1 0 1 #> y_pred[2] 1 1 1 1 1 1 1 1 0 #> y_pred[3] 1 1 1 1 1 1 0 1 1 #> y_pred[4] 1 0 1 0 1 1 0 1 1 #> y_pred[5] 0 1 0 1 1 1 1 1 0 #> y_pred[6] 1 0 0 1 0 1 1 1 1 #> y_pred[7] 0 1 0 0 0 0 0 0 1 #> y_pred[8] 1 1 1 0 1 0 1 1 1 #> y_pred[9] 0 1 0 0 0 1 1 0 0 #> y_pred[10] 0 1 0 0 0 1 0 0 0 #> [,669] [,670] [,671] [,672] [,673] [,674] [,675] [,676] [,677] #> y_pred[1] 0 0 1 1 0 0 1 0 0 #> y_pred[2] 1 1 1 1 0 1 1 1 0 #> y_pred[3] 1 1 1 1 1 1 1 1 1 #> y_pred[4] 1 0 0 1 1 1 1 0 1 #> y_pred[5] 0 0 1 1 1 0 0 0 1 #> y_pred[6] 1 0 0 1 1 1 1 1 1 #> y_pred[7] 1 1 0 1 1 1 1 1 0 #> y_pred[8] 0 1 1 0 0 1 0 1 1 #> y_pred[9] 1 0 0 0 1 0 0 0 0 #> y_pred[10] 1 0 0 0 1 1 0 0 0 #> [,678] [,679] [,680] [,681] [,682] [,683] [,684] [,685] [,686] #> y_pred[1] 0 1 1 1 0 1 1 1 0 #> y_pred[2] 1 0 1 1 1 1 1 1 0 #> y_pred[3] 1 1 1 1 1 1 1 1 1 #> y_pred[4] 0 1 0 0 1 1 1 0 1 #> y_pred[5] 0 0 1 0 1 1 0 1 0 #> y_pred[6] 0 1 1 1 0 1 1 1 1 #> y_pred[7] 0 1 1 1 0 1 0 1 1 #> y_pred[8] 0 1 1 0 1 1 1 0 1 #> y_pred[9] 1 0 1 0 0 0 0 0 1 #> y_pred[10] 1 1 0 0 0 0 0 1 1 #> [,687] [,688] [,689] [,690] [,691] [,692] [,693] [,694] [,695] #> y_pred[1] 1 0 0 1 1 0 0 0 0 #> y_pred[2] 1 1 1 1 1 1 1 1 1 #> y_pred[3] 1 1 1 1 1 1 0 1 0 #> y_pred[4] 0 1 0 0 1 1 0 0 0 #> y_pred[5] 1 0 0 0 0 0 0 1 1 #> y_pred[6] 1 1 1 1 0 1 1 1 1 #> y_pred[7] 0 1 0 0 1 1 0 0 0 #> y_pred[8] 0 1 0 1 0 1 1 1 1 #> y_pred[9] 0 0 0 0 1 0 0 0 1 #> y_pred[10] 0 0 1 0 0 0 0 0 0 #> [,696] [,697] [,698] [,699] [,700] [,701] [,702] [,703] [,704] #> y_pred[1] 0 0 1 0 1 1 1 0 1 #> y_pred[2] 0 1 1 1 1 1 1 0 0 #> y_pred[3] 0 1 1 1 1 1 1 1 1 #> y_pred[4] 1 1 0 0 0 1 0 1 0 #> y_pred[5] 1 1 1 1 0 0 0 1 1 #> y_pred[6] 0 1 1 0 1 0 1 1 1 #> y_pred[7] 1 0 0 1 1 1 1 1 0 #> y_pred[8] 0 1 1 1 1 1 1 1 0 #> y_pred[9] 1 0 0 0 1 1 0 0 1 #> y_pred[10] 1 0 0 0 0 0 0 0 0 #> [,705] [,706] [,707] [,708] [,709] [,710] [,711] [,712] [,713] #> y_pred[1] 1 0 1 1 1 1 1 0 1 #> y_pred[2] 0 1 0 0 1 1 0 0 1 #> y_pred[3] 0 0 1 1 1 1 1 1 1 #> y_pred[4] 1 1 0 1 0 0 0 0 1 #> y_pred[5] 1 0 1 1 1 1 0 0 0 #> y_pred[6] 0 1 1 0 1 0 1 1 0 #> y_pred[7] 1 0 0 1 0 0 0 1 1 #> y_pred[8] 1 1 1 0 0 1 1 0 0 #> y_pred[9] 0 1 0 0 0 0 0 0 0 #> y_pred[10] 1 1 0 0 0 0 0 0 0 #> [,714] [,715] [,716] [,717] [,718] [,719] [,720] [,721] [,722] #> y_pred[1] 1 1 0 1 1 1 1 1 1 #> y_pred[2] 1 1 0 0 1 1 0 1 1 #> y_pred[3] 1 1 0 1 1 1 1 1 0 #> y_pred[4] 0 1 1 1 1 0 0 0 0 #> y_pred[5] 0 1 0 0 0 1 1 1 0 #> y_pred[6] 1 1 1 1 1 1 1 1 0 #> y_pred[7] 0 0 1 0 1 0 1 0 0 #> y_pred[8] 1 0 1 1 1 1 0 1 0 #> y_pred[9] 0 0 1 1 1 1 1 0 1 #> y_pred[10] 0 0 0 1 0 0 0 0 1 #> [,723] [,724] [,725] [,726] [,727] [,728] [,729] [,730] [,731] #> y_pred[1] 1 1 1 1 1 1 1 1 1 #> y_pred[2] 1 1 1 1 1 1 1 1 1 #> y_pred[3] 0 1 1 1 1 1 1 1 1 #> y_pred[4] 0 1 1 1 1 0 1 0 1 #> y_pred[5] 1 1 0 1 1 1 1 0 1 #> y_pred[6] 1 1 0 1 1 1 1 1 1 #> y_pred[7] 0 1 0 1 1 0 0 1 0 #> y_pred[8] 1 0 1 1 0 1 1 1 1 #> y_pred[9] 0 1 0 0 1 0 0 0 1 #> y_pred[10] 0 0 0 0 0 0 0 0 1 #> [,732] [,733] [,734] [,735] [,736] [,737] [,738] [,739] [,740] #> y_pred[1] 1 1 0 1 1 1 0 0 1 #> y_pred[2] 1 1 1 1 0 0 1 1 1 #> y_pred[3] 1 1 1 1 1 1 1 1 1 #> y_pred[4] 1 1 1 1 0 0 1 1 0 #> y_pred[5] 1 1 1 1 0 1 1 1 1 #> y_pred[6] 1 1 1 0 0 1 1 1 1 #> y_pred[7] 0 1 1 0 0 1 1 1 0 #> y_pred[8] 1 1 1 1 1 1 0 0 1 #> y_pred[9] 0 0 1 0 0 0 0 0 0 #> y_pred[10] 0 0 0 0 1 0 0 0 0 #> [,741] [,742] [,743] [,744] [,745] [,746] [,747] [,748] [,749] #> y_pred[1] 1 1 1 1 1 1 1 1 0 #> y_pred[2] 1 1 1 1 0 1 1 1 1 #> y_pred[3] 1 1 1 0 1 1 1 0 1 #> y_pred[4] 0 0 0 1 0 1 1 0 1 #> y_pred[5] 1 1 0 0 1 1 0 1 1 #> y_pred[6] 1 0 1 0 0 1 1 0 1 #> y_pred[7] 0 1 0 1 0 0 1 1 0 #> y_pred[8] 0 1 0 1 1 1 1 0 0 #> y_pred[9] 0 1 1 0 0 0 0 0 0 #> y_pred[10] 0 0 0 0 0 1 0 1 0 #> [,750] [,751] [,752] [,753] [,754] [,755] [,756] [,757] [,758] #> y_pred[1] 1 1 1 1 1 1 0 1 1 #> y_pred[2] 0 1 0 1 1 1 1 1 1 #> y_pred[3] 1 1 1 1 1 1 1 1 1 #> y_pred[4] 1 1 0 1 1 1 1 1 0 #> y_pred[5] 1 1 1 1 1 0 1 1 1 #> y_pred[6] 1 1 1 1 1 0 0 1 0 #> y_pred[7] 0 1 1 1 0 0 1 1 0 #> y_pred[8] 1 0 1 1 0 1 1 1 1 #> y_pred[9] 0 0 0 0 0 0 0 1 0 #> y_pred[10] 0 0 0 0 1 0 0 0 0 #> [,759] [,760] [,761] [,762] [,763] [,764] [,765] [,766] [,767] #> y_pred[1] 1 0 1 1 1 1 0 0 1 #> y_pred[2] 1 1 1 1 1 1 0 0 1 #> y_pred[3] 1 1 0 1 1 0 0 1 1 #> y_pred[4] 0 1 0 0 0 1 1 0 1 #> y_pred[5] 1 1 0 1 1 0 0 1 1 #> y_pred[6] 1 1 1 1 1 0 1 0 0 #> y_pred[7] 0 0 0 0 1 0 1 0 0 #> y_pred[8] 0 0 0 1 1 1 1 1 0 #> y_pred[9] 0 0 0 0 1 0 1 0 0 #> y_pred[10] 0 0 0 0 0 1 0 0 0 #> [,768] [,769] [,770] [,771] [,772] [,773] [,774] [,775] [,776] #> y_pred[1] 1 1 1 1 1 0 1 0 0 #> y_pred[2] 1 1 1 0 0 1 1 0 1 #> y_pred[3] 1 1 1 1 1 1 0 0 1 #> y_pred[4] 1 1 1 0 1 0 1 1 1 #> y_pred[5] 0 0 0 0 1 1 0 1 1 #> y_pred[6] 1 0 1 0 1 1 1 1 0 #> y_pred[7] 0 0 0 0 0 0 0 1 1 #> y_pred[8] 1 0 1 0 1 0 1 1 1 #> y_pred[9] 1 0 1 0 0 1 1 0 0 #> y_pred[10] 0 1 1 0 0 1 0 0 1 #> [,777] [,778] [,779] [,780] [,781] [,782] [,783] [,784] [,785] #> y_pred[1] 1 1 0 0 0 0 1 0 1 #> y_pred[2] 1 0 1 0 1 1 1 1 1 #> y_pred[3] 1 0 1 1 1 1 1 1 1 #> y_pred[4] 1 1 0 0 1 0 1 1 1 #> y_pred[5] 1 0 1 0 0 0 1 1 0 #> y_pred[6] 1 1 1 1 1 1 1 1 1 #> y_pred[7] 0 0 0 1 0 0 1 0 0 #> y_pred[8] 1 1 1 1 1 1 0 1 1 #> y_pred[9] 1 0 0 1 0 0 0 0 0 #> y_pred[10] 1 0 0 1 0 0 0 0 1 #> [,786] [,787] [,788] [,789] [,790] [,791] [,792] [,793] [,794] #> y_pred[1] 1 1 0 0 1 1 1 1 0 #> y_pred[2] 1 1 0 1 1 1 1 1 0 #> y_pred[3] 1 1 1 1 1 0 1 1 1 #> y_pred[4] 1 1 1 1 0 1 1 0 0 #> y_pred[5] 1 0 0 1 0 0 0 0 1 #> y_pred[6] 1 0 1 0 1 0 1 0 1 #> y_pred[7] 0 0 1 1 0 0 0 1 0 #> y_pred[8] 1 0 1 0 1 0 1 1 0 #> y_pred[9] 0 0 1 0 0 0 1 0 0 #> y_pred[10] 0 0 0 1 0 0 0 0 0 #> [,795] [,796] [,797] [,798] [,799] [,800] [,801] [,802] [,803] #> y_pred[1] 1 0 1 0 1 1 1 1 0 #> y_pred[2] 1 1 1 0 1 1 0 1 1 #> y_pred[3] 1 1 1 1 1 1 1 0 0 #> y_pred[4] 1 1 0 0 1 0 1 1 0 #> y_pred[5] 1 0 0 0 0 0 0 0 1 #> y_pred[6] 1 0 1 1 0 0 1 1 1 #> y_pred[7] 0 0 1 1 0 1 1 0 1 #> y_pred[8] 0 1 1 1 1 0 1 1 1 #> y_pred[9] 0 0 0 0 0 1 1 1 0 #> y_pred[10] 0 0 1 0 0 0 0 0 0 #> [,804] [,805] [,806] [,807] [,808] [,809] [,810] [,811] [,812] #> y_pred[1] 1 0 1 1 1 1 0 1 1 #> y_pred[2] 1 1 1 1 1 1 0 1 1 #> y_pred[3] 1 1 1 1 0 1 1 1 1 #> y_pred[4] 0 1 1 1 1 1 1 1 0 #> y_pred[5] 1 0 1 1 0 1 1 1 1 #> y_pred[6] 0 1 1 1 1 0 0 1 1 #> y_pred[7] 1 1 0 1 0 1 1 1 0 #> y_pred[8] 1 1 0 0 1 0 1 0 1 #> y_pred[9] 0 1 0 1 0 0 1 0 0 #> y_pred[10] 1 0 0 0 0 0 0 0 0 #> [,813] [,814] [,815] [,816] [,817] [,818] [,819] [,820] [,821] #> y_pred[1] 1 1 1 1 0 0 0 1 0 #> y_pred[2] 1 1 1 1 1 0 1 1 1 #> y_pred[3] 1 1 1 1 1 1 0 1 1 #> y_pred[4] 0 1 1 1 1 0 1 1 0 #> y_pred[5] 1 1 0 1 1 1 1 1 1 #> y_pred[6] 1 1 0 0 1 1 1 1 1 #> y_pred[7] 1 0 0 0 1 1 1 0 1 #> y_pred[8] 0 1 1 1 0 0 0 0 0 #> y_pred[9] 0 0 0 0 0 0 0 0 1 #> y_pred[10] 0 0 1 0 0 0 0 0 0 #> [,822] [,823] [,824] [,825] [,826] [,827] [,828] [,829] [,830] #> y_pred[1] 1 0 1 0 0 0 1 1 1 #> y_pred[2] 1 0 0 0 1 1 1 1 1 #> y_pred[3] 1 1 0 1 1 1 1 1 1 #> y_pred[4] 1 1 1 0 1 0 1 1 1 #> y_pred[5] 1 1 0 0 0 1 0 0 0 #> y_pred[6] 1 1 1 0 1 0 1 1 1 #> y_pred[7] 1 0 0 0 1 0 0 1 0 #> y_pred[8] 0 1 1 1 0 1 1 1 1 #> y_pred[9] 1 1 0 0 0 0 0 1 1 #> y_pred[10] 0 0 0 0 0 0 0 0 0 #> [,831] [,832] [,833] [,834] [,835] [,836] [,837] [,838] [,839] #> y_pred[1] 1 1 1 1 1 1 0 1 1 #> y_pred[2] 1 1 0 0 0 1 1 0 1 #> y_pred[3] 1 1 1 1 1 1 1 1 1 #> y_pred[4] 0 0 0 1 1 1 1 0 1 #> y_pred[5] 1 1 0 0 1 1 1 0 0 #> y_pred[6] 1 1 1 1 1 0 1 0 1 #> y_pred[7] 1 0 0 0 0 1 0 0 0 #> y_pred[8] 1 1 1 0 1 1 0 1 1 #> y_pred[9] 0 0 0 0 1 0 1 0 0 #> y_pred[10] 0 0 0 0 1 0 0 1 0 #> [,840] [,841] [,842] [,843] [,844] [,845] [,846] [,847] [,848] #> y_pred[1] 1 1 1 0 1 1 1 1 1 #> y_pred[2] 1 1 1 1 0 1 1 0 1 #> y_pred[3] 1 1 1 1 1 1 1 1 1 #> y_pred[4] 0 1 1 0 0 1 1 0 0 #> y_pred[5] 0 0 0 1 0 1 0 0 1 #> y_pred[6] 1 1 1 0 0 1 1 1 1 #> y_pred[7] 0 0 0 0 0 0 1 1 1 #> y_pred[8] 1 1 0 1 1 1 0 1 1 #> y_pred[9] 0 0 0 0 1 0 0 0 0 #> y_pred[10] 0 0 0 0 0 1 0 0 1 #> [,849] [,850] [,851] [,852] [,853] [,854] [,855] [,856] [,857] #> y_pred[1] 0 0 1 1 0 1 1 0 1 #> y_pred[2] 1 1 1 0 0 1 1 0 1 #> y_pred[3] 1 1 1 1 1 1 1 1 1 #> y_pred[4] 0 0 0 1 1 0 1 0 1 #> y_pred[5] 0 1 0 0 0 0 0 1 1 #> y_pred[6] 0 1 1 0 1 1 1 0 1 #> y_pred[7] 0 0 0 0 0 0 0 1 1 #> y_pred[8] 1 1 0 0 1 0 1 1 1 #> y_pred[9] 0 1 0 1 1 1 0 0 1 #> y_pred[10] 0 0 0 1 0 0 1 1 0 #> [,858] [,859] [,860] [,861] [,862] [,863] [,864] [,865] [,866] #> y_pred[1] 1 0 1 0 1 1 1 0 1 #> y_pred[2] 1 1 0 1 0 0 1 1 0 #> y_pred[3] 1 1 1 1 1 0 1 1 1 #> y_pred[4] 1 0 1 0 1 1 1 0 1 #> y_pred[5] 0 0 0 1 1 1 0 1 0 #> y_pred[6] 0 1 0 1 0 1 1 1 1 #> y_pred[7] 0 0 0 0 1 0 0 0 0 #> y_pred[8] 0 1 1 1 1 0 1 1 1 #> y_pred[9] 0 0 1 0 0 0 0 0 0 #> y_pred[10] 0 0 1 0 0 0 0 0 1 #> [,867] [,868] [,869] [,870] [,871] [,872] [,873] [,874] [,875] #> y_pred[1] 1 1 1 1 1 0 0 0 1 #> y_pred[2] 1 1 1 0 1 1 0 1 1 #> y_pred[3] 0 1 1 1 1 1 0 1 1 #> y_pred[4] 1 1 0 1 0 1 0 1 0 #> y_pred[5] 1 0 1 0 1 0 0 0 1 #> y_pred[6] 0 1 1 1 1 1 1 0 0 #> y_pred[7] 0 0 0 0 0 0 0 0 1 #> y_pred[8] 0 1 0 0 1 1 0 0 0 #> y_pred[9] 1 0 1 0 0 0 0 0 0 #> y_pred[10] 1 0 0 1 0 0 0 0 0 #> [,876] [,877] [,878] [,879] [,880] [,881] [,882] [,883] [,884] #> y_pred[1] 1 1 1 1 1 1 1 0 1 #> y_pred[2] 1 1 1 1 0 1 1 1 0 #> y_pred[3] 1 1 1 1 1 1 1 1 1 #> y_pred[4] 0 1 1 0 0 1 1 0 1 #> y_pred[5] 1 1 0 1 0 0 0 1 1 #> y_pred[6] 1 0 0 1 1 1 1 1 1 #> y_pred[7] 0 0 0 1 0 0 0 0 0 #> y_pred[8] 0 1 0 0 1 1 0 0 1 #> y_pred[9] 0 1 1 0 0 1 1 0 0 #> y_pred[10] 0 0 0 0 1 0 0 0 0 #> [,885] [,886] [,887] [,888] [,889] [,890] [,891] [,892] [,893] #> y_pred[1] 0 1 1 1 1 1 0 1 1 #> y_pred[2] 1 0 0 1 1 1 1 1 0 #> y_pred[3] 1 1 1 1 1 1 1 1 1 #> y_pred[4] 1 0 1 0 1 1 1 0 0 #> y_pred[5] 0 0 0 0 1 1 0 1 0 #> y_pred[6] 1 1 1 1 1 0 1 1 1 #> y_pred[7] 0 0 0 1 1 0 0 0 0 #> y_pred[8] 1 1 1 1 1 1 1 1 1 #> y_pred[9] 0 0 1 0 1 1 1 1 0 #> y_pred[10] 0 0 0 0 0 0 0 0 0 #> [,894] [,895] [,896] [,897] [,898] [,899] [,900] [,901] [,902] #> y_pred[1] 1 1 1 0 1 0 1 1 1 #> y_pred[2] 1 1 1 1 1 1 1 1 1 #> y_pred[3] 1 1 1 0 1 1 1 1 1 #> y_pred[4] 0 1 1 1 1 1 1 1 1 #> y_pred[5] 1 0 0 1 0 0 1 0 0 #> y_pred[6] 1 1 1 1 0 0 1 1 1 #> y_pred[7] 1 1 1 0 1 1 1 0 1 #> y_pred[8] 1 1 0 0 0 0 1 1 1 #> y_pred[9] 0 1 0 0 1 1 0 0 1 #> y_pred[10] 0 1 1 0 0 0 0 1 0 #> [,903] [,904] [,905] [,906] [,907] [,908] [,909] [,910] [,911] #> y_pred[1] 1 0 1 0 1 1 1 0 1 #> y_pred[2] 0 0 0 1 0 0 1 1 0 #> y_pred[3] 0 1 1 1 1 1 0 1 1 #> y_pred[4] 1 1 0 0 0 1 0 0 1 #> y_pred[5] 1 1 0 1 0 1 1 1 0 #> y_pred[6] 1 1 1 0 1 1 1 0 1 #> y_pred[7] 1 1 0 0 0 1 0 0 0 #> y_pred[8] 1 1 1 1 1 0 0 1 1 #> y_pred[9] 1 0 0 1 0 0 1 1 1 #> y_pred[10] 0 1 0 0 0 0 0 0 0 #> [,912] [,913] [,914] [,915] [,916] [,917] [,918] [,919] [,920] #> y_pred[1] 0 1 1 1 0 1 1 1 1 #> y_pred[2] 1 1 1 0 1 1 1 1 1 #> y_pred[3] 1 1 1 0 1 1 1 1 1 #> y_pred[4] 0 1 1 0 1 1 0 1 1 #> y_pred[5] 1 1 1 0 0 0 0 1 1 #> y_pred[6] 1 1 1 0 1 1 1 0 1 #> y_pred[7] 0 0 1 0 1 0 1 1 0 #> y_pred[8] 1 1 1 1 1 1 0 1 1 #> y_pred[9] 0 0 0 0 1 1 0 0 0 #> y_pred[10] 0 0 1 0 0 0 1 0 0 #> [,921] [,922] [,923] [,924] [,925] [,926] [,927] [,928] [,929] #> y_pred[1] 1 0 1 1 0 0 1 0 1 #> y_pred[2] 1 1 1 0 1 1 1 0 1 #> y_pred[3] 1 1 1 0 1 1 1 0 0 #> y_pred[4] 1 1 1 1 1 1 0 1 1 #> y_pred[5] 0 1 1 0 1 1 1 0 0 #> y_pred[6] 1 1 1 1 0 1 1 1 1 #> y_pred[7] 0 1 0 0 1 0 1 0 0 #> y_pred[8] 1 1 0 0 1 1 1 1 1 #> y_pred[9] 0 1 0 0 1 0 1 1 0 #> y_pred[10] 1 0 1 0 0 0 0 0 0 #> [,930] [,931] [,932] [,933] [,934] [,935] [,936] [,937] [,938] #> y_pred[1] 0 0 1 1 1 1 1 1 1 #> y_pred[2] 1 1 1 1 1 1 1 1 1 #> y_pred[3] 1 1 1 0 1 0 1 1 1 #> y_pred[4] 0 0 0 1 1 0 0 0 1 #> y_pred[5] 1 0 1 1 1 1 1 1 0 #> y_pred[6] 1 1 1 0 1 1 1 1 1 #> y_pred[7] 0 1 0 1 0 0 0 0 0 #> y_pred[8] 1 1 1 1 1 1 1 1 0 #> y_pred[9] 0 0 1 1 1 0 1 0 1 #> y_pred[10] 0 1 0 0 0 0 0 0 0 #> [,939] [,940] [,941] [,942] [,943] [,944] [,945] [,946] [,947] #> y_pred[1] 1 1 1 1 1 1 0 1 1 #> y_pred[2] 1 1 1 1 1 0 1 0 1 #> y_pred[3] 1 1 1 1 1 1 0 0 1 #> y_pred[4] 1 1 1 1 1 0 1 0 0 #> y_pred[5] 1 1 1 0 0 0 1 0 0 #> y_pred[6] 1 1 1 1 0 0 1 1 1 #> y_pred[7] 0 1 0 0 0 0 0 1 0 #> y_pred[8] 1 1 1 1 0 1 1 1 0 #> y_pred[9] 1 0 0 1 0 0 1 1 0 #> y_pred[10] 0 0 0 1 0 0 0 0 0 #> [,948] [,949] [,950] [,951] [,952] [,953] [,954] [,955] [,956] #> y_pred[1] 1 1 1 1 1 0 0 1 1 #> y_pred[2] 1 1 1 0 1 1 0 1 1 #> y_pred[3] 1 1 1 0 1 1 1 1 1 #> y_pred[4] 0 1 1 1 1 1 0 0 1 #> y_pred[5] 1 0 0 0 1 0 1 1 1 #> y_pred[6] 1 0 1 1 1 0 1 1 0 #> y_pred[7] 0 0 0 1 0 0 1 0 1 #> y_pred[8] 1 1 1 1 1 1 0 1 1 #> y_pred[9] 0 1 0 0 0 0 0 1 0 #> y_pred[10] 0 0 0 0 0 1 0 0 0 #> [,957] [,958] [,959] [,960] [,961] [,962] [,963] [,964] [,965] #> y_pred[1] 1 1 0 0 1 1 0 1 1 #> y_pred[2] 1 0 0 1 0 1 1 1 0 #> y_pred[3] 1 0 1 1 1 1 1 1 1 #> y_pred[4] 1 1 1 1 1 0 0 0 1 #> y_pred[5] 0 1 1 1 0 1 0 0 1 #> y_pred[6] 0 0 1 1 1 0 1 0 1 #> y_pred[7] 0 1 0 1 0 0 1 0 0 #> y_pred[8] 0 1 1 1 1 0 1 0 0 #> y_pred[9] 0 0 0 0 1 1 1 1 0 #> y_pred[10] 0 0 0 0 0 0 0 1 1 #> [,966] [,967] [,968] [,969] [,970] [,971] [,972] [,973] [,974] #> y_pred[1] 0 1 0 0 1 1 1 1 1 #> y_pred[2] 1 1 1 0 1 1 1 1 1 #> y_pred[3] 1 1 1 1 1 1 1 1 0 #> y_pred[4] 1 1 0 1 0 0 1 1 1 #> y_pred[5] 0 0 1 1 1 1 1 1 1 #> y_pred[6] 1 1 1 1 0 0 1 1 1 #> y_pred[7] 0 1 1 0 0 0 1 1 0 #> y_pred[8] 1 1 0 0 1 1 1 0 0 #> y_pred[9] 0 1 1 1 0 0 1 0 0 #> y_pred[10] 0 0 0 0 0 0 0 0 0 #> [,975] [,976] [,977] [,978] [,979] [,980] [,981] [,982] [,983] #> y_pred[1] 0 1 0 1 1 1 1 1 1 #> y_pred[2] 1 1 0 1 0 1 1 0 1 #> y_pred[3] 1 0 1 1 1 1 1 1 1 #> y_pred[4] 1 1 1 1 0 0 1 1 1 #> y_pred[5] 1 1 0 1 1 0 0 0 0 #> y_pred[6] 1 1 1 1 1 1 0 0 1 #> y_pred[7] 1 1 0 0 0 0 1 0 0 #> y_pred[8] 1 1 0 0 0 1 1 1 1 #> y_pred[9] 1 0 0 0 0 0 0 0 0 #> y_pred[10] 0 0 1 0 0 0 1 0 0 #> [,984] [,985] [,986] [,987] [,988] [,989] [,990] [,991] [,992] #> y_pred[1] 1 1 1 1 1 0 1 1 1 #> y_pred[2] 1 1 0 1 1 1 1 1 0 #> y_pred[3] 1 1 1 1 1 1 1 1 1 #> y_pred[4] 1 0 0 1 0 1 0 1 1 #> y_pred[5] 0 0 1 1 0 0 0 1 1 #> y_pred[6] 1 1 0 1 1 1 0 1 0 #> y_pred[7] 1 1 0 0 0 0 0 1 1 #> y_pred[8] 0 1 0 1 1 1 1 0 1 #> y_pred[9] 1 1 0 0 0 0 0 1 0 #> y_pred[10] 1 0 0 0 0 0 0 0 0 #> [,993] [,994] [,995] [,996] [,997] [,998] [,999] [,1000] #> y_pred[1] 1 1 0 1 0 1 1 1 #> y_pred[2] 1 1 0 1 1 1 1 1 #> y_pred[3] 1 1 1 1 1 1 0 1 #> y_pred[4] 1 0 1 1 1 0 1 0 #> y_pred[5] 1 1 0 0 1 1 1 1 #> y_pred[6] 1 0 0 0 1 1 1 1 #> y_pred[7] 1 0 1 0 1 0 1 0 #> y_pred[8] 0 1 1 0 0 0 1 0 #> y_pred[9] 0 0 0 0 1 0 0 0 #> y_pred[10] 0 0 0 0 1 0 0 0 # }